An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning.
Chenxin MaMartin JaggiFrank E. CurtisNathan SrebroMartin TakácPublished in: CoRR (2017)
Keyphrases
- primal dual
- machine learning
- linear programming
- interior point algorithm
- linear program
- learning algorithm
- computer vision
- line search
- simplex algorithm
- affine scaling
- augmented lagrangian method
- convex optimization problems
- convex optimization
- learning problems
- learning tasks
- multi objective
- reinforcement learning